Title :
FAst optimization of analog amplifier architecture using simulated annealing
Author :
Adhikari, Sumit ; Schupfer, Florian ; Grimm, Christoph
Author_Institution :
ICT, Vienna Univ. of Technol., Vienna, Austria
Abstract :
In case of architectural designing of an analog system/sub-system, accurate and sufficient estimation of non-idealistic parameters are of highest importance as it impacts strongly on the cost and performance of the target implementation. Manual optimization of such a system which is a multi-dimensional complex design-space, is prone to manual errors, limited by human imaginations and should be avoided. Global-optimization algorithms like Genetic Algorithm (GA) or Simulated Annealing (SA) fails to find out the required minima in such a complex design space. In this article we present a novel method to optimize Programmable Gain Amplifier (PGA) as an analog system and/or sub-system accurately by addressing the limitations of SA and by using refined SA as one of the chosen global optimization algorithm. Proposed method is fast, reliable and easy to use for the architect community.
Keywords :
amplifiers; analogue circuits; electronic design automation; genetic algorithms; parameter estimation; programmable circuits; simulated annealing; GA; PGA; SA; analog amplifier architecture; analog subsystem; analog system; electronic system level; fast optimization; genetic algorithm; global optimization algorithm; global-optimization algorithms; multidimensional complex design-space; nonidealistic parameter estimation; programmable gain amplifier; simulated annealing; Electronics packaging; Genetic algorithms; Mathematical model; Resistance; Simulated annealing; Space exploration; Analog Optimization; Architecture Optimization; Electronic System Level (ESL); Simulated Annealing;
Conference_Titel :
Specification and Design Languages (FDL), 2012 Forum on
Print_ISBN :
978-1-4673-1240-0